185 citations
- Bocconi UniversityIT7 papers
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53 papers
An analysis of machine learning approaches for enhancing decision-making in complex discrete choice tasks
Sheng Lun Christine Cao, Destenie Nock, Alex Davis
Discrete choice modeling is a common tool used for preference elicitation during policy-making, but this is typically done through parametric models. Machine learning can push the…
Comparative Evaluation of Text and Audio Simplification: A Methodological Replication Study
Prosanta Barai, Gondy Leroy, Arif Ahmed
This study serves as a methodological replication of Leroy et al. (2022) research, which investigated the impact of text simplification on healthcare information comprehension in t…
Conditional Generative Modeling for Enhanced Credit Risk Management in Supply Chain Finance
Qingkai Zhang, L. Jeff Hong, Houmin Yan
The rapid expansion of cross-border e-commerce (CBEC) has created significant opportunities for small- and medium-sized sellers, yet financing remains a critical challenge due to t…
Bootstrap Model Averaging
Minghui Song, Guohua Zou, Alan T. K. Wan
Model averaging has gained significant attention in recent years due to its ability of fusing information from different models. The critical challenge in frequentist model averagi…
Multi-task CNN Behavioral Embedding Model For Transaction Fraud Detection
Bo Qu, Zhurong Wang, Minghao Gu +4
The burgeoning e-Commerce sector requires advanced solutions for the detection of transaction fraud. With an increasing risk of financial information theft and account takeovers, d…
Misaligned incentives in sports: A mathematical analysis of the post-2024 UEFA Champions League qualification
László Csató, Sergey Ilyin
UEFA declares that it is committed to respecting the fundamental values of sports. However, the qualification rules of the post-2024 UEFA Champions League are shown to be unfair: a…